Nimg-36. Automatic Stratification of Enhancing and Non-Enhancing Gliomas Into Genetic Subtypes Using Deep Neural Networks and Diffusion-Weighted Imaging
Abstract:INTRODUCTION
Current WHO guidelines emphasize classification of diffuse gliomas by genetic alterations into three subgroups: 1) IDH-wildtype; 2) IDH-mutant, 1p/19q-codeleted; and 3) IDH-mutant, 1p/19q-non-codeleted. Non-invasive genetic characterization can benefit patients with inoperable lesions or who are administered molecularly-targeted therapy before surgery. Prior studies that use anatomical images and convolutional neural networks (CNNs) to distinguish either IDH-mutant from IDH-wildt… Show more
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